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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

7 June 2017

Pieter Abbeel

Papers citing "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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Title
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents Shivansh Patel Saim Wani Unnat Jain Alex Schwing Svetlana Lazebnik Manolis Savva Angel X. Chang LM&Ro 72 27 0 12 Oct 2021
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning Weichao Mao Lin F. Yang Jianchao Tan Tamer Bacsar 99 57 0 12 Oct 2021
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees Siliang Zeng Tianyi Chen Alfredo García Mingyi Hong 92 11 0 11 Oct 2021
Reinforcement Learning In Two Player Zero Sum Simultaneous Action Games Patrick Phillips 32 4 0 10 Oct 2021
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations Shiyu Huang Wenze Chen Longfei Zhang Shizhen Xu Ziyang Li Fengming Zhu Deheng Ye Tingling Chen Jun Zhu OffRL 126 27 0 09 Oct 2021
When Can We Learn General-Sum Markov Games with a Large Number of Players Sample-Efficiently? Ziang Song Song Mei Yu Bai 116 68 0 08 Oct 2021
Distributed Proximal Policy Optimization for Contention-Based Spectrum Access Akash S. Doshi J. Andrews 65 3 0 07 Oct 2021
Influencing Towards Stable Multi-Agent Interactions Woodrow Z. Wang Andy Shih Annie Xie Dorsa Sadigh 127 35 0 05 Oct 2021
DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing Baris Yamansavascilar A. C. Baktir Cagatay Sonmez Atay Ozgovde Cem Ersoy 56 25 0 05 Oct 2021
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values Alexandre Heuillet Fabien Couthouis Natalia Díaz Rodríguez 89 65 0 04 Oct 2021
Behaviour-conditioned policies for cooperative reinforcement learning tasks Antti Keurulainen Isak Westerlund Ariel Kwiatkowski Samuel Kaski Alexander Ilin 29 0 0 04 Oct 2021
Divergence-Regularized Multi-Agent Actor-Critic Kefan Su Zongqing Lu 151 27 0 01 Oct 2021
Emergence of Theory of Mind Collaboration in Multiagent Systems Luyao Yuan Zipeng Fu Linqi Zhou Kexin Yang Song-Chun Zhu 92 10 0 30 Sep 2021
Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines Jueming Hu Zhe Xu Weichang Wang Guannan Qu Yutian Pang Yongming Liu 107 12 0 30 Sep 2021
Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning Yue Jin Shuangqing Wei Jian Yuan Xudong Zhang 32 3 0 29 Sep 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 135 60 0 28 Sep 2021
Meta Reinforcement Learning Based Sensor Scanning in 3D Uncertain Environments for Heterogeneous Multi-Robot Systems Junfeng Chen Yuan Gao Junjie Hu Fuqin Deng Tin Lun Lam 79 1 0 28 Sep 2021
LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates Jiahan Cao Lei Yuan Jianhao Wang Shaowei Zhang Chongjie Zhang Yang Yu De-Chuan Zhan 99 21 0 26 Sep 2021
Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems Amanda Prorok Matthew Malencia Luca Carlone Gaurav Sukhatme Brian M. Sadler Vijay Kumar 154 57 0 25 Sep 2021
Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning Akash S. Doshi J. Andrews 35 1 0 24 Sep 2021
A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways S. Nakka Behdad Chalaki Andreas A. Malikopoulos 75 25 0 23 Sep 2021
Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning J. Kuba Ruiqing Chen Munning Wen Ying Wen Fanglei Sun Jun Wang Yaodong Yang 129 250 0 23 Sep 2021
Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning Roy Zohar Shie Mannor Guy Tennenholtz 57 10 0 22 Sep 2021
Learning Multi-agent Action Coordination via Electing First-move Agent Jingqing Ruan Linghui Meng Xuantang Xiong Dengpeng Xing Bo Xu 65 3 0 20 Sep 2021
Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures Chapman Siu Jason M. Traish R. Xu OffRL 30 0 0 19 Sep 2021
Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning Chapman Siu Jason M. Traish R. Xu 65 2 0 19 Sep 2021
DiNNO: Distributed Neural Network Optimization for Multi-Robot Collaborative Learning Javier Yu Joseph A. Vincent Mac Schwager 136 38 0 17 Sep 2021
Decentralized Global Connectivity Maintenance for Multi-Robot Navigation: A Reinforcement Learning Approach Minghao Li Yingrui Jie Yang Kong Hui Cheng 62 9 0 17 Sep 2021
Multi-Agent Deep Reinforcement Learning For Persistent Monitoring With Sensing, Communication, and Localization Constraints M. Mishra Prithvi Poddar Rajat Agrawal Jingxi Chen Pratap Tokekar P. B. Sujit 41 7 0 14 Sep 2021
ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation Chuangchuang Sun Dong-Ki Kim Jonathan P. How AAML 92 19 0 14 Sep 2021
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu Zhaopeng Meng Peng Liu Zhen Wang OffRL 86 103 0 14 Sep 2021
Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems Heunchul Lee Jaeseong Jeong 34 9 0 10 Sep 2021
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen Yi Zhou Rongrong Chen Shaofeng Zou 108 25 0 08 Sep 2021
Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments Zhenhui Ye Xiaohong Jiang Guang-hua Song Bowei Yang 44 1 0 05 Sep 2021
Event-Based Communication in Distributed Q-Learning Daniel Jarne Ornia M. Mazo 65 2 0 03 Sep 2021
MACRPO: Multi-Agent Cooperative Recurrent Policy Optimization E. Kargar Ville Kyrki 35 2 0 02 Sep 2021
A review of mobile robot motion planning methods: from classical motion planning workflows to reinforcement learning-based architectures Changyin Sun Zicheng He Chunwei Song Changyin Sun 108 59 0 31 Aug 2021
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning Shenao Zhang Li Shen Lei Han Li Shen 83 7 0 30 Aug 2021
Influence-Based Reinforcement Learning for Intrinsically-Motivated Agents Ammar Fayad M. Ibrahim 62 5 0 28 Aug 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 113 161 0 26 Aug 2021
Temporal Induced Self-Play for Stochastic Bayesian Games Weizhe Chen Zihan Zhou Yi Wu Fei Fang 36 3 0 21 Aug 2021
Settling the Variance of Multi-Agent Policy Gradients J. Kuba Muning Wen Yaodong Yang Linghui Meng Shangding Gu Haifeng Zhang D. Mguni Jun Wang 79 67 0 19 Aug 2021
The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning Mateus P. Mota Álvaro Valcarce J. Gorce J. Hoydis 73 40 0 16 Aug 2021
Decentralized Multi-AGV Task Allocation based on Multi-Agent Reinforcement Learning with Information Potential Field Rewards Mengyuan Li Bin Guo Jiangshan Zhang Jiaqi Liu Sicong Liu Zhiwen Yu Zhetao Li Liyao Xiang 37 13 0 16 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 106 37 0 12 Aug 2021
Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces Ziyad Sheebaelhamd Konstantinos Zisis Athina Nisioti Dimitris Gkouletsos Dario Pavllo Jonas Köhler AI4CE 79 16 0 09 Aug 2021
Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning Wanqi Xue Wei Qiu Bo An Zinovi Rabinovich S. Obraztsova C. Yeo AAML 100 35 0 09 Aug 2021
Game Theory and Machine Learning in UAVs-Assisted Wireless Communication Networks: A Survey M. Zhou Y. Guan M. Hayajneh K. Niu C. Abdallah AI4CE 51 8 0 07 Aug 2021
Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning Iou-Jen Liu Zhongzheng Ren Raymond A. Yeh Alex Schwing 79 15 0 06 Aug 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad Mohsen Guizani OffRL AI4TS 65 23 0 05 Aug 2021